Edge & Mobile

FLARE extends federated learning beyond data centers to edge devices and mobile platforms.

Mobile Federated Training

Train on iOS and Android devices using ExecuTorch. No device-side programming needed – develop your model in standard PyTorch and use the ETFedBuffRecipe to handle export, deployment, and federated orchestration.

• Mobile Federated Training (iOS / Android) – DeviceModel, ETFedBuffRecipe, and mobile SDK guides

Hierarchical FLARE

For scaling to thousands of devices with hierarchical aggregation and relay-based communication, see Hierarchical FLARE and Hierarchical Communication.